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Prospect Pruning: Finding Trainable Weights at Initialization using Meta-Gradients


Feb 16, 2022
Milad Alizadeh, Shyam A. Tailor, Luisa M Zintgraf, Joost van Amersfoort, Sebastian Farquhar, Nicholas Donald Lane, Yarin Gal


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COIN++: Data Agnostic Neural Compression


Jan 30, 2022
Emilien Dupont, Hrushikesh Loya, Milad Alizadeh, Adam Goliński, Yee Whye Teh, Arnaud Doucet


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COIN: COmpression with Implicit Neural representations


Mar 03, 2021
Emilien Dupont, Adam Goliński, Milad Alizadeh, Yee Whye Teh, Arnaud Doucet


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Single Shot Structured Pruning Before Training


Jul 01, 2020
Joost van Amersfoort, Milad Alizadeh, Sebastian Farquhar, Nicholas Lane, Yarin Gal


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Gradient $\ell_1$ Regularization for Quantization Robustness


Feb 18, 2020
Milad Alizadeh, Arash Behboodi, Mart van Baalen, Christos Louizos, Tijmen Blankevoort, Max Welling

* ICLR 2020 

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A Systematic Comparison of Bayesian Deep Learning Robustness in Diabetic Retinopathy Tasks


Dec 22, 2019
Angelos Filos, Sebastian Farquhar, Aidan N. Gomez, Tim G. J. Rudner, Zachary Kenton, Lewis Smith, Milad Alizadeh, Arnoud de Kroon, Yarin Gal


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